Sean

Sean

Building AI infrastructure at CLC Labs

About

Founder building AI infrastructure products. Right now I’m focused on CachePilot — helping teams get better visibility into what’s actually happening inside OpenAI apps in production. Interested in execution, telemetry, and making AI systems more reliable.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking

Maker History

  • CachePilot
    CachePilotTelemetry for OpenAI apps in production
    Apr 2026
  • 🎉
    Joined Product HuntMarch 12th, 2026

Forums

How are you handling prompt drift and cache fragmentation in production?

A lot of AI teams watch outputs closely, but have less visibility into whether prompt structure is staying stable enough for good cache reuse and reliable behavior over time. Curious how others are thinking about prompt drift, cache fragmentation, and governance in production. Are you measuring it directly, or mostly discovering it after cost or behavior starts moving?

Sean

13h ago

CachePilot - Telemetry for OpenAI apps in production

CachePilot gives you production telemetry for OpenAI apps: cache behavior, request structure, and policy effects, without storing raw prompts. BYOK, normal streaming, and visibility into what is actually happening under the hood.
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